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The Top 23 Python Node2vec Deepwalk Open Source Projects

Open source projects categorized as Python Node2vec Deepwalk
Categories > Deepwalk
Categories > Node2vec
Graphembedding ⭐ 2,834
Implementation and experiments of graph embedding algorithms.
most recent commit 2 years ago
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit a year ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Mixhop And N Gcn ⭐ 389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
most recent commit a year ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit a year ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit a year ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Netmf ⭐ 134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
most recent commit 4 years ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit a year ago
M Nmf ⭐ 119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
most recent commit a year ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit a year ago
Bionev ⭐ 111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
most recent commit 4 years ago
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